The protesters had broken a glass door to the convention center. Some taunted police and jumped on police vehicles as officers in riot gear and on police horses moved them away from the convention center's exits.

Trump had already left the event, by that point, but responded on Twitter Wednesday morning.

"The protesters in New Mexico were thugs who were flying the Mexican flag. The rally inside was big and beautiful, but outside, criminals!" he tweeted.